Offical code of the paper Large Language Models Are Implicitly Topic Models: Explaining and Finding Good Demonstrations for In-Context Learning.
☆76Mar 20, 2024Updated 2 years ago
Alternatives and similar repositories for concept-based-demonstration-selection
Users that are interested in concept-based-demonstration-selection are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ACL'23: Unified Demonstration Retriever for In-Context Learning☆38Dec 2, 2023Updated 2 years ago
- Active Example Selection for In-Context Learning (EMNLP'22)☆48Jul 22, 2024Updated 2 years ago
- Official code for paper Understanding the Reasoning Ability of Language Models From the Perspective of Reasoning Paths Aggregation☆21Feb 29, 2024Updated 2 years ago
- An original implementation of "MetaICL Learning to Learn In Context" by Sewon Min, Mike Lewis, Luke Zettlemoyer and Hannaneh Hajishirzi☆273Apr 15, 2023Updated 3 years ago
- [ICML 2026] Memory-Efficient LLM Pretraining via Minimalist Optimizer Design☆23May 26, 2026Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Few-shot Learning with Auxiliary Data☆31Dec 8, 2023Updated 2 years ago
- TOD-Flow: Modeling the Structure of Task-Oriented Dialogues☆13Feb 7, 2024Updated 2 years ago
- Experiments and code to generate the GINC small-scale in-context learning dataset from "An Explanation for In-context Learning as Implici…☆109Nov 10, 2023Updated 2 years ago
- Repository contains demo code for MTAnchor, an interactive, multilingual topic modeling system. The code accompanies the paper Multiling…☆12Jan 25, 2019Updated 7 years ago
- This repo contains all the codes for SEScore implementation☆15Mar 3, 2025Updated last year
- ☆14Mar 5, 2024Updated 2 years ago
- Co-Supervised Learning: Improving Weak-to-Strong Generalization with Hierarchical Mixture of Experts☆15Feb 26, 2024Updated 2 years ago
- ☆14Apr 22, 2024Updated 2 years ago
- ☆43Sep 3, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆11May 24, 2024Updated 2 years ago
- ☆17Mar 3, 2025Updated last year
- ☆14Feb 26, 2024Updated 2 years ago
- Official code for ICML 2024 paper on Persona In-Context Learning (PICLe)☆28Jun 27, 2024Updated 2 years ago
- Paper List for In-context Learning 🌷☆874Oct 8, 2024Updated last year
- Resources for our AAAI 2022 paper: "Unsupervised Editing for Counterfactual Stories".☆13Oct 25, 2022Updated 3 years ago
- Information Extraction related tools and models☆10Mar 16, 2023Updated 3 years ago
- ✨✨ Official repo for "Comparative Analysis of Demonstration Selection Algorithms for LLM In-Context Learning"☆16Nov 8, 2024Updated last year
- ☆34Nov 17, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Implementation of "Visualize Before You Write: Imagination-Guided Open-Ended Text Generation".☆17Feb 3, 2023Updated 3 years ago
- Implementation of Gradient Information Optimization (GIO) for effective and scalable training data selection☆14Jun 22, 2023Updated 3 years ago
- Apply Iprompt on GLM with innovative new methods. Currently support Chinese QA, English QA and Chinese poem generation.☆20Jun 16, 2022Updated 4 years ago
- ☆43Feb 2, 2024Updated 2 years ago
- [NeurIPS 2022] Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings☆21Jan 30, 2023Updated 3 years ago
- Models, data, and codes for the paper: MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models☆24Sep 26, 2024Updated last year
- self-adaptive in-context learning☆43May 5, 2023Updated 3 years ago
- Code for "ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer"☆16Jul 17, 2024Updated 2 years ago
- Constrained Decoding Project☆20Nov 10, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Source code for paper "On the Pareto Front of Multilingual Neural Machine Translation" @ NeurIPS 2023☆17Sep 27, 2023Updated 2 years ago
- ☆19Oct 8, 2024Updated last year
- [ACL 2023 Findings] What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning☆21Jul 9, 2023Updated 3 years ago
- Llemma formal2formal (tactic prediction) theorem proving experiments☆20Oct 17, 2023Updated 2 years ago
- ACCV2022 Source Code of paper "Feature Decoupled Knowledge Distillation via Spatial Pyramid Pooling"☆12Jul 5, 2023Updated 3 years ago
- ACL 2021 - Defense against Adversarial Attacks in NLP via Dirichlet Neighborhood Ensemble☆17Jun 12, 2023Updated 3 years ago
- ☆61Dec 6, 2024Updated last year